Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 67 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.0 KiB |
| Average record size in memory | 520.3 B |
Variable types
| Numeric | 24 |
|---|---|
| Text | 1 |
| Categorical | 5 |
MO (baseline) is highly overall correlated with MO Day7 | High correlation |
MO Day1 is highly overall correlated with MO Day2 | High correlation |
MO Day2 is highly overall correlated with MO Day1 and 1 other fields | High correlation |
MO Day7 is highly overall correlated with MO (baseline) and 1 other fields | High correlation |
S1 (baseline) is highly overall correlated with S1 day1 and 4 other fields | High correlation |
S1 day1 is highly overall correlated with S1 (baseline) and 4 other fields | High correlation |
S1 day2 is highly overall correlated with S1 (baseline) and 6 other fields | High correlation |
S1 day7 is highly overall correlated with S1 (baseline) and 4 other fields | High correlation |
S2 (baseline) is highly overall correlated with S1 (baseline) and 9 other fields | High correlation |
S2 day1 is highly overall correlated with S1 day1 and 8 other fields | High correlation |
S2 day2 is highly overall correlated with S1 day1 and 8 other fields | High correlation |
S2 day7 is highly overall correlated with S1 (baseline) and 9 other fields | High correlation |
S3 (baseline) is highly overall correlated with S2 (baseline) and 6 other fields | High correlation |
S3 day1 is highly overall correlated with S2 (baseline) and 6 other fields | High correlation |
S3 day2 is highly overall correlated with S2 (baseline) and 6 other fields | High correlation |
S3 day7 is highly overall correlated with S2 (baseline) and 6 other fields | High correlation |
VAS (baseline) is highly overall correlated with VAS Day1 | High correlation |
VAS Day1 is highly overall correlated with VAS (baseline) and 1 other fields | High correlation |
VAS Day7 is highly overall correlated with VAS day2 | High correlation |
VAS day2 is highly overall correlated with VAS Day1 and 1 other fields | High correlation |
Impaction is highly imbalanced (59.9%) | Imbalance |
Subject is uniformly distributed | Uniform |
Subject has unique values | Unique |
Name has unique values | Unique |
VAS (baseline) has 10 (14.9%) zeros | Zeros |
VAS Day1 has 6 (9.0%) zeros | Zeros |
VAS day2 has 9 (13.4%) zeros | Zeros |
VAS Day7 has 30 (44.8%) zeros | Zeros |
Arcoxia (days) has 14 (20.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-19 03:26:58.815562 |
|---|---|
| Analysis finished | 2025-05-19 03:28:04.379141 |
| Duration | 1 minute and 5.56 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Subject
Real number (ℝ)
Uniform Unique
| Distinct | 67 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34 |
| Minimum | 1 |
|---|---|
| Maximum | 67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 17.5 |
| median | 34 |
| Q3 | 50.5 |
| 95-th percentile | 63.7 |
| Maximum | 67 |
| Range | 66 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 19.485037 |
|---|---|
| Coefficient of variation (CV) | 0.57308932 |
| Kurtosis | -1.2 |
| Mean | 34 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0 |
| Sum | 2278 |
| Variance | 379.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.5% |
| 51 | 1 | 1.5% |
| 37 | 1 | 1.5% |
| 38 | 1 | 1.5% |
| 39 | 1 | 1.5% |
| 40 | 1 | 1.5% |
| 41 | 1 | 1.5% |
| 42 | 1 | 1.5% |
| 43 | 1 | 1.5% |
| 44 | 1 | 1.5% |
| Other values (57) | 57 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 67 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 64 | 1 | |
| 63 | 1 | |
| 62 | 1 | |
| 61 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 58 | 1 |
Name
Text
Unique
| Distinct | 67 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 14.044776 |
| Min length | 5 |
Unique
| Unique | 67 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Muhammad Amerul Akmal |
|---|---|
| 2nd row | Sarah Nabihah |
| 3rd row | Pan Anyu |
| 4th row | Afiqah bitni Abdul Malik |
| 5th row | Tiang Nga Li |
| Value | Count | Frequency (%) |
| muhammad | 6 | 3.4% |
| nur | 5 | 2.8% |
| li | 3 | 1.7% |
| zhi | 3 | 1.7% |
| nabilah | 3 | 1.7% |
| ying | 3 | 1.7% |
| binti | 3 | 1.7% |
| lee | 2 | 1.1% |
| chin | 2 | 1.1% |
| nurul | 2 | 1.1% |
| Other values (133) | 146 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 119 | 12.6% |
| 114 | 12.1% | |
| i | 91 | 9.7% |
| n | 76 | 8.1% |
| h | 67 | 7.1% |
| u | 42 | 4.5% |
| e | 39 | 4.1% |
| r | 30 | 3.2% |
| o | 30 | 3.2% |
| m | 28 | 3.0% |
| Other values (39) | 305 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 941 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 119 | 12.6% |
| 114 | 12.1% | |
| i | 91 | 9.7% |
| n | 76 | 8.1% |
| h | 67 | 7.1% |
| u | 42 | 4.5% |
| e | 39 | 4.1% |
| r | 30 | 3.2% |
| o | 30 | 3.2% |
| m | 28 | 3.0% |
| Other values (39) | 305 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 941 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 119 | 12.6% |
| 114 | 12.1% | |
| i | 91 | 9.7% |
| n | 76 | 8.1% |
| h | 67 | 7.1% |
| u | 42 | 4.5% |
| e | 39 | 4.1% |
| r | 30 | 3.2% |
| o | 30 | 3.2% |
| m | 28 | 3.0% |
| Other values (39) | 305 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 941 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 119 | 12.6% |
| 114 | 12.1% | |
| i | 91 | 9.7% |
| n | 76 | 8.1% |
| h | 67 | 7.1% |
| u | 42 | 4.5% |
| e | 39 | 4.1% |
| r | 30 | 3.2% |
| o | 30 | 3.2% |
| m | 28 | 3.0% |
| Other values (39) | 305 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.4029851 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 47 | |
| Male | 20 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 47 | |
| male | 20 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 114 | |
| a | 67 | |
| l | 67 | |
| F | 47 | |
| m | 47 | |
| M | 20 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 362 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 114 | |
| a | 67 | |
| l | 67 | |
| F | 47 | |
| m | 47 | |
| M | 20 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 362 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 114 | |
| a | 67 | |
| l | 67 | |
| F | 47 | |
| m | 47 | |
| M | 20 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 362 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 114 | |
| a | 67 | |
| l | 67 | |
| F | 47 | |
| m | 47 | |
| M | 20 | 5.5% |
Age
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.970149 |
| Minimum | 18 |
|---|---|
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 22 |
| median | 26 |
| Q3 | 29 |
| 95-th percentile | 34 |
| Maximum | 39 |
| Range | 21 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.7799143 |
|---|---|
| Coefficient of variation (CV) | 0.18405417 |
| Kurtosis | -0.51979072 |
| Mean | 25.970149 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.49523902 |
| Sum | 1740 |
| Variance | 22.84758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 20 | 8 | |
| 21 | 6 | |
| 22 | 6 | |
| 31 | 6 | |
| 26 | 6 | |
| 27 | 5 | 7.5% |
| 24 | 5 | 7.5% |
| 25 | 4 | 6.0% |
| 29 | 4 | 6.0% |
| 34 | 4 | 6.0% |
| Other values (8) | 13 |
| Value | Count | Frequency (%) |
| 18 | 1 | 1.5% |
| 20 | 8 | |
| 21 | 6 | |
| 22 | 6 | |
| 23 | 3 | 4.5% |
| 24 | 5 | |
| 25 | 4 | |
| 26 | 6 | |
| 27 | 5 | |
| 28 | 3 | 4.5% |
| Value | Count | Frequency (%) |
| 39 | 1 | 1.5% |
| 35 | 1 | 1.5% |
| 34 | 4 | |
| 33 | 2 | 3.0% |
| 32 | 1 | 1.5% |
| 31 | 6 | |
| 30 | 1 | 1.5% |
| 29 | 4 | |
| 28 | 3 | |
| 27 | 5 |
Race
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 KiB |
| Malay | |
|---|---|
| Chinese | |
| Others | |
| India | 1 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.9701493 |
| Min length | 5 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | Malay |
|---|---|
| 2nd row | Malay |
| 3rd row | Others |
| 4th row | Malay |
| 5th row | Chinese |
Common Values
| Value | Count | Frequency (%) |
| Malay | 31 | |
| Chinese | 30 | |
| Others | 5 | 7.5% |
| India | 1 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| malay | 31 | |
| chinese | 30 | |
| others | 5 | 7.5% |
| india | 1 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 65 | |
| a | 63 | |
| h | 35 | |
| s | 35 | |
| M | 31 | |
| l | 31 | |
| y | 31 | |
| i | 31 | |
| n | 31 | |
| C | 30 | |
| Other values (5) | 17 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 65 | |
| a | 63 | |
| h | 35 | |
| s | 35 | |
| M | 31 | |
| l | 31 | |
| y | 31 | |
| i | 31 | |
| n | 31 | |
| C | 30 | |
| Other values (5) | 17 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 65 | |
| a | 63 | |
| h | 35 | |
| s | 35 | |
| M | 31 | |
| l | 31 | |
| y | 31 | |
| i | 31 | |
| n | 31 | |
| C | 30 | |
| Other values (5) | 17 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 65 | |
| a | 63 | |
| h | 35 | |
| s | 35 | |
| M | 31 | |
| l | 31 | |
| y | 31 | |
| i | 31 | |
| n | 31 | |
| C | 30 | |
| Other values (5) | 17 | 4.2% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | 38 |
|---|---|
| 2nd row | 38 |
| 3rd row | 38 |
| 4th row | 48 |
| 5th row | 48 |
Common Values
| Value | Count | Frequency (%) |
| 38 | 38 | |
| 48 | 28 | |
| 20 | 1 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 38 | 38 | |
| 48 | 28 | |
| 20 | 1 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 66 | |
| 3 | 38 | |
| 4 | 28 | |
| 2 | 1 | 0.7% |
| 0 | 1 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 134 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 66 | |
| 3 | 38 | |
| 4 | 28 | |
| 2 | 1 | 0.7% |
| 0 | 1 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 134 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 66 | |
| 3 | 38 | |
| 4 | 28 | |
| 2 | 1 | 0.7% |
| 0 | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 134 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 66 | |
| 3 | 38 | |
| 4 | 28 | |
| 2 | 1 | 0.7% |
| 0 | 1 | 0.7% |
Impaction
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| 2A | |
|---|---|
| 2B | |
| 1A | 3 |
| 1B | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | 1A |
|---|---|
| 2nd row | 2A |
| 3rd row | 2A |
| 4th row | 2A |
| 5th row | 2A |
Common Values
| Value | Count | Frequency (%) |
| 2A | 57 | |
| 2B | 6 | 9.0% |
| 1A | 3 | 4.5% |
| 1B | 1 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2a | 57 | |
| 2b | 6 | 9.0% |
| 1a | 3 | 4.5% |
| 1b | 1 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 63 | |
| A | 60 | |
| B | 7 | 5.2% |
| 1 | 4 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 134 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 63 | |
| A | 60 | |
| B | 7 | 5.2% |
| 1 | 4 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 134 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 63 | |
| A | 60 | |
| B | 7 | 5.2% |
| 1 | 4 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 134 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 63 | |
| A | 60 | |
| B | 7 | 5.2% |
| 1 | 4 | 3.0% |
Duration
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.776119 |
| Minimum | 12 |
|---|---|
| Maximum | 38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 12.3 |
| Q1 | 16 |
| median | 21 |
| Q3 | 25.5 |
| 95-th percentile | 35 |
| Maximum | 38 |
| Range | 26 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 7.0082655 |
|---|---|
| Coefficient of variation (CV) | 0.32183262 |
| Kurtosis | -0.46850633 |
| Mean | 21.776119 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.6077539 |
| Sum | 1459 |
| Variance | 49.115785 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 22 | 7 | 10.4% |
| 20 | 5 | 7.5% |
| 14 | 5 | 7.5% |
| 35 | 4 | 6.0% |
| 23 | 4 | 6.0% |
| 18 | 4 | 6.0% |
| 12 | 4 | 6.0% |
| 15 | 3 | 4.5% |
| 19 | 3 | 4.5% |
| 21 | 3 | 4.5% |
| Other values (15) | 25 |
| Value | Count | Frequency (%) |
| 12 | 4 | |
| 13 | 3 | |
| 14 | 5 | |
| 15 | 3 | |
| 16 | 3 | |
| 17 | 2 | 3.0% |
| 18 | 4 | |
| 19 | 3 | |
| 20 | 5 | |
| 21 | 3 |
| Value | Count | Frequency (%) |
| 38 | 1 | 1.5% |
| 36 | 1 | 1.5% |
| 35 | 4 | |
| 34 | 1 | 1.5% |
| 33 | 1 | 1.5% |
| 32 | 2 | |
| 30 | 1 | 1.5% |
| 29 | 1 | 1.5% |
| 28 | 1 | 1.5% |
| 27 | 3 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.9253731 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | placebo |
|---|---|
| 2nd row | laser |
| 3rd row | laser |
| 4th row | laser |
| 5th row | placebo |
Common Values
| Value | Count | Frequency (%) |
| laser | 36 | |
| placebo | 31 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| laser | 36 | |
| placebo | 31 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 67 | |
| a | 67 | |
| e | 67 | |
| s | 36 | |
| r | 36 | |
| p | 31 | |
| c | 31 | |
| b | 31 | |
| o | 31 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 397 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 67 | |
| a | 67 | |
| e | 67 | |
| s | 36 | |
| r | 36 | |
| p | 31 | |
| c | 31 | |
| b | 31 | |
| o | 31 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 397 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 67 | |
| a | 67 | |
| e | 67 | |
| s | 36 | |
| r | 36 | |
| p | 31 | |
| c | 31 | |
| b | 31 | |
| o | 31 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 397 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 67 | |
| a | 67 | |
| e | 67 | |
| s | 36 | |
| r | 36 | |
| p | 31 | |
| c | 31 | |
| b | 31 | |
| o | 31 |
VAS (baseline)
Real number (ℝ)
High correlation Zeros
| Distinct | 36 |
|---|---|
| Distinct (%) | 53.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.059701 |
| Minimum | 0 |
|---|---|
| Maximum | 89 |
| Zeros | 10 |
| Zeros (%) | 14.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 13 |
| Q3 | 35 |
| 95-th percentile | 74.7 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 23.772839 |
|---|---|
| Coefficient of variation (CV) | 1.0309257 |
| Kurtosis | 0.37046921 |
| Mean | 23.059701 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.1201038 |
| Sum | 1545 |
| Variance | 565.1479 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 0 | 10 | 14.9% |
| 7 | 4 | 6.0% |
| 5 | 4 | 6.0% |
| 26 | 3 | 4.5% |
| 28 | 3 | 4.5% |
| 35 | 3 | 4.5% |
| 12 | 3 | 4.5% |
| 3 | 2 | 3.0% |
| 13 | 2 | 3.0% |
| 37 | 2 | 3.0% |
| Other values (26) | 31 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 1 | 1.5% |
| 2 | 2 | 3.0% |
| 3 | 2 | 3.0% |
| 4 | 1 | 1.5% |
| 5 | 4 | 6.0% |
| 6 | 2 | 3.0% |
| 7 | 4 | 6.0% |
| 8 | 2 | 3.0% |
| 11 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 78 | 1 | |
| 76 | 1 | |
| 75 | 1 | |
| 74 | 1 | |
| 71 | 1 | |
| 65 | 1 | |
| 61 | 1 | |
| 54 | 1 | |
| 51 | 1 |
VAS Day1
Real number (ℝ)
High correlation Zeros
| Distinct | 39 |
|---|---|
| Distinct (%) | 58.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.283582 |
| Minimum | 0 |
|---|---|
| Maximum | 75 |
| Zeros | 6 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 18 |
| Q3 | 35 |
| 95-th percentile | 53.4 |
| Maximum | 75 |
| Range | 75 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 18.068729 |
|---|---|
| Coefficient of variation (CV) | 0.81085388 |
| Kurtosis | 0.30794664 |
| Mean | 22.283582 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.89674777 |
| Sum | 1493 |
| Variance | 326.47897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 15 | 6 | 9.0% |
| 0 | 6 | 9.0% |
| 18 | 4 | 6.0% |
| 8 | 4 | 6.0% |
| 12 | 3 | 4.5% |
| 7 | 3 | 4.5% |
| 5 | 3 | 4.5% |
| 38 | 2 | 3.0% |
| 2 | 2 | 3.0% |
| 25 | 2 | 3.0% |
| Other values (29) | 32 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 2 | 2 | 3.0% |
| 4 | 1 | 1.5% |
| 5 | 3 | |
| 6 | 1 | 1.5% |
| 7 | 3 | |
| 8 | 4 | |
| 9 | 1 | 1.5% |
| 12 | 3 | |
| 14 | 2 | 3.0% |
| Value | Count | Frequency (%) |
| 75 | 1 | |
| 71 | 1 | |
| 60 | 1 | |
| 54 | 1 | |
| 52 | 1 | |
| 49 | 1 | |
| 48 | 1 | |
| 46 | 1 | |
| 45 | 1 | |
| 44 | 1 |
VAS day2
Real number (ℝ)
High correlation Zeros
| Distinct | 33 |
|---|---|
| Distinct (%) | 49.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.41791 |
| Minimum | 0 |
|---|---|
| Maximum | 75 |
| Zeros | 9 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.5 |
| median | 11 |
| Q3 | 23 |
| 95-th percentile | 52.2 |
| Maximum | 75 |
| Range | 75 |
| Interquartile range (IQR) | 17.5 |
Descriptive statistics
| Standard deviation | 17.723593 |
|---|---|
| Coefficient of variation (CV) | 1.0175499 |
| Kurtosis | 2.2101278 |
| Mean | 17.41791 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.5419465 |
| Sum | 1167 |
| Variance | 314.12573 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 0 | 9 | 13.4% |
| 8 | 6 | 9.0% |
| 6 | 5 | 7.5% |
| 28 | 3 | 4.5% |
| 21 | 3 | 4.5% |
| 9 | 3 | 4.5% |
| 18 | 3 | 4.5% |
| 22 | 3 | 4.5% |
| 4 | 2 | 3.0% |
| 48 | 2 | 3.0% |
| Other values (23) | 28 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 2 | 2 | 3.0% |
| 3 | 2 | 3.0% |
| 4 | 2 | 3.0% |
| 5 | 2 | 3.0% |
| 6 | 5 | |
| 7 | 1 | 1.5% |
| 8 | 6 | |
| 9 | 3 | 4.5% |
| 10 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 75 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 54 | 1 | |
| 48 | 2 | |
| 45 | 1 | |
| 42 | 1 | |
| 38 | 1 | |
| 33 | 1 | |
| 30 | 1 |
VAS Day7
Real number (ℝ)
High correlation Zeros
| Distinct | 17 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8656716 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 30 |
| Zeros (%) | 44.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 8 |
| 95-th percentile | 17.7 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.354437 |
|---|---|
| Coefficient of variation (CV) | 1.5114947 |
| Kurtosis | 7.3264958 |
| Mean | 4.8656716 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.3545929 |
| Sum | 326 |
| Variance | 54.087743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 8 | 6 | 9.0% |
| 6 | 5 | 7.5% |
| 1 | 4 | 6.0% |
| 3 | 3 | 4.5% |
| 12 | 3 | 4.5% |
| 2 | 3 | 4.5% |
| 4 | 3 | 4.5% |
| 17 | 2 | 3.0% |
| 21 | 1 | 1.5% |
| Other values (7) | 7 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 4 | 6.0% |
| 2 | 3 | 4.5% |
| 3 | 3 | 4.5% |
| 4 | 3 | 4.5% |
| 5 | 1 | 1.5% |
| 6 | 5 | 7.5% |
| 8 | 6 | 9.0% |
| 10 | 1 | 1.5% |
| 12 | 3 | 4.5% |
| Value | Count | Frequency (%) |
| 40 | 1 | 1.5% |
| 24 | 1 | 1.5% |
| 21 | 1 | 1.5% |
| 18 | 1 | 1.5% |
| 17 | 2 | 3.0% |
| 16 | 1 | 1.5% |
| 13 | 1 | 1.5% |
| 12 | 3 | |
| 10 | 1 | 1.5% |
| 8 | 6 |
MO (baseline)
Real number (ℝ)
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.104478 |
| Minimum | 36 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 37.3 |
| Q1 | 42.5 |
| median | 45 |
| Q3 | 51 |
| 95-th percentile | 57.7 |
| Maximum | 61 |
| Range | 25 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 6.0955382 |
|---|---|
| Coefficient of variation (CV) | 0.13221141 |
| Kurtosis | -0.37525573 |
| Mean | 46.104478 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.44107283 |
| Sum | 3089 |
| Variance | 37.155586 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 43 | 10 | |
| 46 | 5 | 7.5% |
| 38 | 5 | 7.5% |
| 42 | 4 | 6.0% |
| 51 | 4 | 6.0% |
| 44 | 4 | 6.0% |
| 45 | 4 | 6.0% |
| 52 | 4 | 6.0% |
| 47 | 4 | 6.0% |
| 36 | 3 | 4.5% |
| Other values (15) | 20 |
| Value | Count | Frequency (%) |
| 36 | 3 | 4.5% |
| 37 | 1 | 1.5% |
| 38 | 5 | |
| 39 | 1 | 1.5% |
| 40 | 1 | 1.5% |
| 41 | 2 | 3.0% |
| 42 | 4 | 6.0% |
| 43 | 10 | |
| 44 | 4 | 6.0% |
| 45 | 4 | 6.0% |
| Value | Count | Frequency (%) |
| 61 | 1 | 1.5% |
| 59 | 1 | 1.5% |
| 58 | 2 | |
| 57 | 1 | 1.5% |
| 56 | 1 | 1.5% |
| 55 | 1 | 1.5% |
| 54 | 1 | 1.5% |
| 53 | 2 | |
| 52 | 4 | |
| 51 | 4 |
MO Day1
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 43.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.656716 |
| Minimum | 18 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21.6 |
| Q1 | 26 |
| median | 33 |
| Q3 | 39.5 |
| 95-th percentile | 49.7 |
| Maximum | 61 |
| Range | 43 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 9.1891772 |
|---|---|
| Coefficient of variation (CV) | 0.27302655 |
| Kurtosis | 0.39730642 |
| Mean | 33.656716 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.67123215 |
| Sum | 2255 |
| Variance | 84.440977 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 37 | 6 | 9.0% |
| 26 | 5 | 7.5% |
| 28 | 5 | 7.5% |
| 43 | 5 | 7.5% |
| 35 | 5 | 7.5% |
| 23 | 4 | 6.0% |
| 42 | 3 | 4.5% |
| 40 | 3 | 4.5% |
| 30 | 3 | 4.5% |
| 24 | 3 | 4.5% |
| Other values (19) | 25 |
| Value | Count | Frequency (%) |
| 18 | 2 | 3.0% |
| 20 | 1 | 1.5% |
| 21 | 1 | 1.5% |
| 23 | 4 | |
| 24 | 3 | |
| 25 | 2 | 3.0% |
| 26 | 5 | |
| 27 | 1 | 1.5% |
| 28 | 5 | |
| 29 | 2 | 3.0% |
| Value | Count | Frequency (%) |
| 61 | 1 | 1.5% |
| 56 | 1 | 1.5% |
| 55 | 1 | 1.5% |
| 50 | 1 | 1.5% |
| 49 | 1 | 1.5% |
| 46 | 1 | 1.5% |
| 43 | 5 | |
| 42 | 3 | |
| 40 | 3 | |
| 39 | 1 | 1.5% |
MO Day2
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | 47.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.373134 |
| Minimum | 16 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 24.3 |
| Q1 | 30 |
| median | 35 |
| Q3 | 42.5 |
| 95-th percentile | 53.2 |
| Maximum | 61 |
| Range | 45 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 9.1797468 |
|---|---|
| Coefficient of variation (CV) | 0.25237712 |
| Kurtosis | 0.068471021 |
| Mean | 36.373134 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.4615271 |
| Sum | 2437 |
| Variance | 84.267752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 35 | 8 | 11.9% |
| 37 | 5 | 7.5% |
| 28 | 5 | 7.5% |
| 30 | 4 | 6.0% |
| 32 | 4 | 6.0% |
| 26 | 4 | 6.0% |
| 49 | 3 | 4.5% |
| 42 | 3 | 4.5% |
| 43 | 3 | 4.5% |
| 46 | 2 | 3.0% |
| Other values (22) | 26 |
| Value | Count | Frequency (%) |
| 16 | 1 | 1.5% |
| 20 | 1 | 1.5% |
| 23 | 1 | 1.5% |
| 24 | 1 | 1.5% |
| 25 | 1 | 1.5% |
| 26 | 4 | |
| 27 | 1 | 1.5% |
| 28 | 5 | |
| 29 | 1 | 1.5% |
| 30 | 4 |
| Value | Count | Frequency (%) |
| 61 | 1 | 1.5% |
| 57 | 1 | 1.5% |
| 56 | 1 | 1.5% |
| 55 | 1 | 1.5% |
| 49 | 3 | |
| 48 | 1 | 1.5% |
| 47 | 1 | 1.5% |
| 46 | 2 | |
| 45 | 2 | |
| 44 | 1 | 1.5% |
MO Day7
Real number (ℝ)
High correlation
| Distinct | 27 |
|---|---|
| Distinct (%) | 40.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.895522 |
| Minimum | 18 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 40.5 |
| median | 43 |
| Q3 | 47 |
| 95-th percentile | 55.4 |
| Maximum | 61 |
| Range | 43 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 7.0777807 |
|---|---|
| Coefficient of variation (CV) | 0.16124152 |
| Kurtosis | 2.3925473 |
| Mean | 43.895522 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.49327728 |
| Sum | 2941 |
| Variance | 50.09498 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 43 | 10 | |
| 45 | 8 | 11.9% |
| 52 | 5 | 7.5% |
| 47 | 4 | 6.0% |
| 40 | 4 | 6.0% |
| 42 | 4 | 6.0% |
| 38 | 3 | 4.5% |
| 41 | 3 | 4.5% |
| 46 | 3 | 4.5% |
| 44 | 3 | 4.5% |
| Other values (17) | 20 |
| Value | Count | Frequency (%) |
| 18 | 1 | 1.5% |
| 26 | 1 | 1.5% |
| 32 | 1 | 1.5% |
| 35 | 2 | |
| 36 | 3 | |
| 37 | 1 | 1.5% |
| 38 | 3 | |
| 39 | 1 | 1.5% |
| 40 | 4 | |
| 41 | 3 |
| Value | Count | Frequency (%) |
| 61 | 1 | 1.5% |
| 59 | 1 | 1.5% |
| 57 | 1 | 1.5% |
| 56 | 1 | 1.5% |
| 54 | 1 | 1.5% |
| 53 | 1 | 1.5% |
| 52 | 5 | |
| 51 | 1 | 1.5% |
| 50 | 1 | 1.5% |
| 49 | 1 | 1.5% |
S1 (baseline)
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.46269 |
| Minimum | 92 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 92 |
|---|---|
| 5-th percentile | 98.6 |
| Q1 | 105.5 |
| median | 111 |
| Q3 | 116 |
| 95-th percentile | 127.4 |
| Maximum | 132 |
| Range | 40 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 8.3925081 |
|---|---|
| Coefficient of variation (CV) | 0.075294328 |
| Kurtosis | 0.21996081 |
| Mean | 111.46269 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.29463562 |
| Sum | 7468 |
| Variance | 70.434193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 110 | 7 | 10.4% |
| 103 | 6 | 9.0% |
| 112 | 6 | 9.0% |
| 120 | 6 | 9.0% |
| 113 | 4 | 6.0% |
| 108 | 4 | 6.0% |
| 115 | 4 | 6.0% |
| 105 | 3 | 4.5% |
| 107 | 3 | 4.5% |
| 104 | 3 | 4.5% |
| Other values (16) | 21 |
| Value | Count | Frequency (%) |
| 92 | 1 | 1.5% |
| 93 | 1 | 1.5% |
| 98 | 2 | 3.0% |
| 100 | 1 | 1.5% |
| 103 | 6 | |
| 104 | 3 | |
| 105 | 3 | |
| 106 | 1 | 1.5% |
| 107 | 3 | |
| 108 | 4 |
| Value | Count | Frequency (%) |
| 132 | 1 | 1.5% |
| 131 | 1 | 1.5% |
| 128 | 2 | 3.0% |
| 126 | 1 | 1.5% |
| 125 | 1 | 1.5% |
| 124 | 1 | 1.5% |
| 120 | 6 | |
| 118 | 2 | 3.0% |
| 117 | 2 | 3.0% |
| 115 | 4 |
S1 day1
Real number (ℝ)
High correlation
| Distinct | 23 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.28358 |
| Minimum | 98 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 98 |
|---|---|
| 5-th percentile | 103 |
| Q1 | 110 |
| median | 112 |
| Q3 | 118.5 |
| 95-th percentile | 128 |
| Maximum | 132 |
| Range | 34 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 7.8215049 |
|---|---|
| Coefficient of variation (CV) | 0.069043587 |
| Kurtosis | -0.10452802 |
| Mean | 113.28358 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.38627451 |
| Sum | 7590 |
| Variance | 61.175938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 110 | 13 | |
| 120 | 7 | |
| 115 | 5 | 7.5% |
| 113 | 5 | 7.5% |
| 118 | 4 | 6.0% |
| 105 | 4 | 6.0% |
| 112 | 4 | 6.0% |
| 103 | 4 | 6.0% |
| 108 | 2 | 3.0% |
| 104 | 2 | 3.0% |
| Other values (13) | 17 |
| Value | Count | Frequency (%) |
| 98 | 2 | 3.0% |
| 100 | 1 | 1.5% |
| 103 | 4 | 6.0% |
| 104 | 2 | 3.0% |
| 105 | 4 | 6.0% |
| 107 | 1 | 1.5% |
| 108 | 2 | 3.0% |
| 110 | 13 | |
| 111 | 2 | 3.0% |
| 112 | 4 | 6.0% |
| Value | Count | Frequency (%) |
| 132 | 1 | 1.5% |
| 131 | 1 | 1.5% |
| 130 | 1 | 1.5% |
| 128 | 2 | 3.0% |
| 126 | 1 | 1.5% |
| 124 | 1 | 1.5% |
| 122 | 2 | 3.0% |
| 120 | 7 | |
| 119 | 1 | 1.5% |
| 118 | 4 |
S1 day2
Real number (ℝ)
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.10448 |
| Minimum | 98 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 98 |
|---|---|
| 5-th percentile | 103 |
| Q1 | 108 |
| median | 113 |
| Q3 | 118 |
| 95-th percentile | 127.7 |
| Maximum | 132 |
| Range | 34 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.9698947 |
|---|---|
| Coefficient of variation (CV) | 0.070464891 |
| Kurtosis | -0.18344126 |
| Mean | 113.10448 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.37597073 |
| Sum | 7578 |
| Variance | 63.519222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 110 | 8 | 11.9% |
| 115 | 7 | 10.4% |
| 113 | 6 | 9.0% |
| 120 | 5 | 7.5% |
| 103 | 4 | 6.0% |
| 108 | 4 | 6.0% |
| 105 | 4 | 6.0% |
| 98 | 3 | 4.5% |
| 118 | 3 | 4.5% |
| 122 | 3 | 4.5% |
| Other values (15) | 20 |
| Value | Count | Frequency (%) |
| 98 | 3 | 4.5% |
| 103 | 4 | |
| 104 | 2 | 3.0% |
| 105 | 4 | |
| 106 | 1 | 1.5% |
| 107 | 2 | 3.0% |
| 108 | 4 | |
| 110 | 8 | |
| 111 | 3 | 4.5% |
| 112 | 2 | 3.0% |
| Value | Count | Frequency (%) |
| 132 | 1 | 1.5% |
| 131 | 1 | 1.5% |
| 130 | 1 | 1.5% |
| 128 | 1 | 1.5% |
| 127 | 1 | 1.5% |
| 126 | 1 | 1.5% |
| 124 | 1 | 1.5% |
| 123 | 1 | 1.5% |
| 122 | 3 | |
| 120 | 5 |
S1 day7
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.46269 |
| Minimum | 92 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 92 |
|---|---|
| 5-th percentile | 98.6 |
| Q1 | 105.5 |
| median | 110 |
| Q3 | 116 |
| 95-th percentile | 127.4 |
| Maximum | 132 |
| Range | 40 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 8.3581359 |
|---|---|
| Coefficient of variation (CV) | 0.074985954 |
| Kurtosis | 0.26322382 |
| Mean | 111.46269 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.30836275 |
| Sum | 7468 |
| Variance | 69.858435 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 110 | 8 | 11.9% |
| 120 | 6 | 9.0% |
| 112 | 6 | 9.0% |
| 103 | 5 | 7.5% |
| 108 | 5 | 7.5% |
| 115 | 4 | 6.0% |
| 105 | 4 | 6.0% |
| 104 | 3 | 4.5% |
| 113 | 3 | 4.5% |
| 118 | 2 | 3.0% |
| Other values (16) | 21 |
| Value | Count | Frequency (%) |
| 92 | 1 | 1.5% |
| 93 | 1 | 1.5% |
| 98 | 2 | 3.0% |
| 100 | 1 | 1.5% |
| 103 | 5 | |
| 104 | 3 | |
| 105 | 4 | |
| 106 | 1 | 1.5% |
| 107 | 2 | 3.0% |
| 108 | 5 |
| Value | Count | Frequency (%) |
| 132 | 1 | 1.5% |
| 131 | 1 | 1.5% |
| 128 | 2 | 3.0% |
| 126 | 1 | 1.5% |
| 125 | 1 | 1.5% |
| 124 | 1 | 1.5% |
| 120 | 6 | |
| 118 | 2 | 3.0% |
| 117 | 2 | 3.0% |
| 115 | 4 |
S2 (baseline)
Real number (ℝ)
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.04478 |
| Minimum | 100 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 105 |
| Q1 | 112 |
| median | 118 |
| Q3 | 120.5 |
| 95-th percentile | 127.7 |
| Maximum | 136 |
| Range | 36 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 7.1147155 |
|---|---|
| Coefficient of variation (CV) | 0.060786271 |
| Kurtosis | 0.63125607 |
| Mean | 117.04478 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.0052810144 |
| Sum | 7842 |
| Variance | 50.619177 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 120 | 12 | |
| 110 | 7 | 10.4% |
| 115 | 7 | 10.4% |
| 118 | 6 | 9.0% |
| 112 | 4 | 6.0% |
| 123 | 3 | 4.5% |
| 122 | 3 | 4.5% |
| 124 | 3 | 4.5% |
| 113 | 2 | 3.0% |
| 100 | 2 | 3.0% |
| Other values (15) | 18 |
| Value | Count | Frequency (%) |
| 100 | 2 | 3.0% |
| 104 | 1 | 1.5% |
| 105 | 2 | 3.0% |
| 106 | 1 | 1.5% |
| 110 | 7 | |
| 111 | 1 | 1.5% |
| 112 | 4 | |
| 113 | 2 | 3.0% |
| 114 | 1 | 1.5% |
| 115 | 7 |
| Value | Count | Frequency (%) |
| 136 | 1 | 1.5% |
| 135 | 1 | 1.5% |
| 130 | 1 | 1.5% |
| 128 | 1 | 1.5% |
| 127 | 1 | 1.5% |
| 126 | 1 | 1.5% |
| 124 | 3 | |
| 123 | 3 | |
| 122 | 3 | |
| 121 | 2 |
S2 day1
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.97015 |
| Minimum | 100 |
|---|---|
| Maximum | 140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 107.6 |
| Q1 | 115 |
| median | 120 |
| Q3 | 125 |
| 95-th percentile | 130 |
| Maximum | 140 |
| Range | 40 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.5918021 |
|---|---|
| Coefficient of variation (CV) | 0.063280759 |
| Kurtosis | 1.0028961 |
| Mean | 119.97015 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.033956409 |
| Sum | 8038 |
| Variance | 57.635459 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 120 | 14 | |
| 115 | 6 | 9.0% |
| 125 | 6 | 9.0% |
| 130 | 5 | 7.5% |
| 118 | 4 | 6.0% |
| 123 | 3 | 4.5% |
| 122 | 3 | 4.5% |
| 100 | 2 | 3.0% |
| 116 | 2 | 3.0% |
| 113 | 2 | 3.0% |
| Other values (16) | 20 |
| Value | Count | Frequency (%) |
| 100 | 2 | 3.0% |
| 106 | 1 | 1.5% |
| 107 | 1 | 1.5% |
| 109 | 1 | 1.5% |
| 110 | 1 | 1.5% |
| 111 | 1 | 1.5% |
| 112 | 1 | 1.5% |
| 113 | 2 | 3.0% |
| 114 | 2 | 3.0% |
| 115 | 6 |
| Value | Count | Frequency (%) |
| 140 | 1 | 1.5% |
| 138 | 1 | 1.5% |
| 136 | 1 | 1.5% |
| 130 | 5 | |
| 128 | 2 | 3.0% |
| 126 | 2 | 3.0% |
| 125 | 6 | |
| 124 | 1 | 1.5% |
| 123 | 3 | |
| 122 | 3 |
S2 day2
Real number (ℝ)
High correlation
| Distinct | 23 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.95522 |
| Minimum | 100 |
|---|---|
| Maximum | 138 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 107.2 |
| Q1 | 115 |
| median | 120 |
| Q3 | 124.5 |
| 95-th percentile | 130 |
| Maximum | 138 |
| Range | 38 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 7.4537622 |
|---|---|
| Coefficient of variation (CV) | 0.062137871 |
| Kurtosis | 0.71936141 |
| Mean | 119.95522 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.28565437 |
| Sum | 8037 |
| Variance | 55.558571 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 120 | 8 | 11.9% |
| 115 | 8 | 11.9% |
| 122 | 5 | 7.5% |
| 124 | 5 | 7.5% |
| 118 | 4 | 6.0% |
| 127 | 4 | 6.0% |
| 125 | 4 | 6.0% |
| 110 | 3 | 4.5% |
| 130 | 3 | 4.5% |
| 123 | 3 | 4.5% |
| Other values (13) | 20 |
| Value | Count | Frequency (%) |
| 100 | 2 | 3.0% |
| 106 | 2 | 3.0% |
| 110 | 3 | 4.5% |
| 111 | 1 | 1.5% |
| 112 | 1 | 1.5% |
| 113 | 2 | 3.0% |
| 115 | 8 | |
| 116 | 2 | 3.0% |
| 117 | 2 | 3.0% |
| 118 | 4 |
| Value | Count | Frequency (%) |
| 138 | 1 | 1.5% |
| 136 | 1 | 1.5% |
| 135 | 1 | 1.5% |
| 130 | 3 | |
| 128 | 1 | 1.5% |
| 127 | 4 | |
| 126 | 2 | 3.0% |
| 125 | 4 | |
| 124 | 5 | |
| 123 | 3 |
S2 day7
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.13433 |
| Minimum | 100 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 105 |
| Q1 | 112 |
| median | 118 |
| Q3 | 121 |
| 95-th percentile | 127.7 |
| Maximum | 136 |
| Range | 36 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.1687358 |
|---|---|
| Coefficient of variation (CV) | 0.061200981 |
| Kurtosis | 0.54023523 |
| Mean | 117.13433 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.026283547 |
| Sum | 7848 |
| Variance | 51.390773 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 120 | 12 | |
| 110 | 7 | 10.4% |
| 115 | 7 | 10.4% |
| 118 | 5 | 7.5% |
| 122 | 4 | 6.0% |
| 112 | 4 | 6.0% |
| 124 | 3 | 4.5% |
| 113 | 2 | 3.0% |
| 100 | 2 | 3.0% |
| 105 | 2 | 3.0% |
| Other values (16) | 19 |
| Value | Count | Frequency (%) |
| 100 | 2 | 3.0% |
| 104 | 1 | 1.5% |
| 105 | 2 | 3.0% |
| 106 | 1 | 1.5% |
| 110 | 7 | |
| 111 | 1 | 1.5% |
| 112 | 4 | |
| 113 | 2 | 3.0% |
| 114 | 1 | 1.5% |
| 115 | 7 |
| Value | Count | Frequency (%) |
| 136 | 1 | 1.5% |
| 135 | 1 | 1.5% |
| 130 | 1 | 1.5% |
| 128 | 1 | 1.5% |
| 127 | 1 | 1.5% |
| 126 | 1 | 1.5% |
| 125 | 1 | 1.5% |
| 124 | 3 | |
| 123 | 2 | |
| 122 | 4 |
S3 (baseline)
Real number (ℝ)
High correlation
| Distinct | 27 |
|---|---|
| Distinct (%) | 40.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.32836 |
| Minimum | 105 |
|---|---|
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 105 |
|---|---|
| 5-th percentile | 122.9 |
| Q1 | 140 |
| median | 150 |
| Q3 | 155 |
| 95-th percentile | 162.7 |
| Maximum | 170 |
| Range | 65 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.686653 |
|---|---|
| Coefficient of variation (CV) | 0.086111409 |
| Kurtosis | 1.1686582 |
| Mean | 147.32836 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.0042223 |
| Sum | 9871 |
| Variance | 160.95115 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 155 | 13 | |
| 160 | 5 | 7.5% |
| 140 | 5 | 7.5% |
| 150 | 5 | 7.5% |
| 145 | 4 | 6.0% |
| 130 | 3 | 4.5% |
| 153 | 3 | 4.5% |
| 151 | 3 | 4.5% |
| 142 | 3 | 4.5% |
| 137 | 3 | 4.5% |
| Other values (17) | 20 |
| Value | Count | Frequency (%) |
| 105 | 1 | 1.5% |
| 115 | 1 | 1.5% |
| 120 | 1 | 1.5% |
| 122 | 1 | 1.5% |
| 125 | 1 | 1.5% |
| 130 | 3 | |
| 135 | 2 | 3.0% |
| 136 | 1 | 1.5% |
| 137 | 3 | |
| 140 | 5 |
| Value | Count | Frequency (%) |
| 170 | 1 | 1.5% |
| 165 | 2 | 3.0% |
| 163 | 1 | 1.5% |
| 162 | 2 | 3.0% |
| 160 | 5 | 7.5% |
| 159 | 1 | 1.5% |
| 158 | 1 | 1.5% |
| 155 | 13 | |
| 154 | 1 | 1.5% |
| 153 | 3 | 4.5% |
S3 day1
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | 47.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.10448 |
| Minimum | 110 |
|---|---|
| Maximum | 175 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 124.2 |
| Q1 | 144.5 |
| median | 155 |
| Q3 | 158 |
| 95-th percentile | 166.4 |
| Maximum | 175 |
| Range | 65 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 12.827686 |
|---|---|
| Coefficient of variation (CV) | 0.085458383 |
| Kurtosis | 1.1604467 |
| Mean | 150.10448 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.96566495 |
| Sum | 10057 |
| Variance | 164.54953 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 155 | 10 | 14.9% |
| 160 | 5 | 7.5% |
| 140 | 4 | 6.0% |
| 145 | 4 | 6.0% |
| 150 | 3 | 4.5% |
| 165 | 3 | 4.5% |
| 147 | 3 | 4.5% |
| 157 | 3 | 4.5% |
| 158 | 3 | 4.5% |
| 156 | 2 | 3.0% |
| Other values (22) | 27 |
| Value | Count | Frequency (%) |
| 110 | 1 | 1.5% |
| 115 | 1 | 1.5% |
| 122 | 1 | 1.5% |
| 123 | 1 | 1.5% |
| 127 | 1 | 1.5% |
| 131 | 1 | 1.5% |
| 132 | 2 | |
| 137 | 1 | 1.5% |
| 140 | 4 | |
| 141 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 175 | 1 | 1.5% |
| 170 | 1 | 1.5% |
| 168 | 1 | 1.5% |
| 167 | 1 | 1.5% |
| 165 | 3 | |
| 163 | 2 | 3.0% |
| 162 | 1 | 1.5% |
| 160 | 5 | |
| 159 | 1 | 1.5% |
| 158 | 3 |
S3 day2
Real number (ℝ)
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 46.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.1194 |
| Minimum | 108 |
|---|---|
| Maximum | 174 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 108 |
|---|---|
| 5-th percentile | 125.1 |
| Q1 | 144.5 |
| median | 153 |
| Q3 | 158 |
| 95-th percentile | 167.1 |
| Maximum | 174 |
| Range | 66 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 13.020406 |
|---|---|
| Coefficient of variation (CV) | 0.086733667 |
| Kurtosis | 1.179554 |
| Mean | 150.1194 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.95667841 |
| Sum | 10058 |
| Variance | 169.53098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 155 | 9 | 13.4% |
| 140 | 5 | 7.5% |
| 160 | 4 | 6.0% |
| 157 | 4 | 6.0% |
| 145 | 3 | 4.5% |
| 148 | 3 | 4.5% |
| 158 | 3 | 4.5% |
| 165 | 3 | 4.5% |
| 151 | 3 | 4.5% |
| 170 | 2 | 3.0% |
| Other values (21) | 28 |
| Value | Count | Frequency (%) |
| 108 | 1 | 1.5% |
| 115 | 1 | 1.5% |
| 123 | 2 | 3.0% |
| 130 | 2 | 3.0% |
| 132 | 1 | 1.5% |
| 133 | 1 | 1.5% |
| 137 | 2 | 3.0% |
| 138 | 1 | 1.5% |
| 140 | 5 | |
| 144 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 174 | 1 | 1.5% |
| 170 | 2 | |
| 168 | 1 | 1.5% |
| 165 | 3 | |
| 164 | 2 | |
| 163 | 1 | 1.5% |
| 162 | 1 | 1.5% |
| 160 | 4 | |
| 158 | 3 | |
| 157 | 4 |
S3 day7
Real number (ℝ)
High correlation
| Distinct | 27 |
|---|---|
| Distinct (%) | 40.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.32836 |
| Minimum | 105 |
|---|---|
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 105 |
|---|---|
| 5-th percentile | 122.9 |
| Q1 | 140 |
| median | 150 |
| Q3 | 155 |
| 95-th percentile | 162.7 |
| Maximum | 170 |
| Range | 65 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.686653 |
|---|---|
| Coefficient of variation (CV) | 0.086111409 |
| Kurtosis | 1.1686582 |
| Mean | 147.32836 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.0042223 |
| Sum | 9871 |
| Variance | 160.95115 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 155 | 13 | |
| 160 | 5 | 7.5% |
| 140 | 5 | 7.5% |
| 150 | 5 | 7.5% |
| 145 | 4 | 6.0% |
| 130 | 3 | 4.5% |
| 153 | 3 | 4.5% |
| 151 | 3 | 4.5% |
| 142 | 3 | 4.5% |
| 137 | 3 | 4.5% |
| Other values (17) | 20 |
| Value | Count | Frequency (%) |
| 105 | 1 | 1.5% |
| 115 | 1 | 1.5% |
| 120 | 1 | 1.5% |
| 122 | 1 | 1.5% |
| 125 | 1 | 1.5% |
| 130 | 3 | |
| 135 | 2 | 3.0% |
| 136 | 1 | 1.5% |
| 137 | 3 | |
| 140 | 5 |
| Value | Count | Frequency (%) |
| 170 | 1 | 1.5% |
| 165 | 2 | 3.0% |
| 163 | 1 | 1.5% |
| 162 | 2 | 3.0% |
| 160 | 5 | 7.5% |
| 159 | 1 | 1.5% |
| 158 | 1 | 1.5% |
| 155 | 13 | |
| 154 | 1 | 1.5% |
| 153 | 3 | 4.5% |
Arcoxia (days)
Real number (ℝ)
Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9701493 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 14 |
| Zeros (%) | 20.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 668.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5.7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6964325 |
|---|---|
| Coefficient of variation (CV) | 0.86106802 |
| Kurtosis | 0.70122412 |
| Mean | 1.9701493 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.98851255 |
| Sum | 132 |
| Variance | 2.8778833 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2 | 19 | |
| 1 | 15 | |
| 0 | 14 | |
| 3 | 8 | |
| 4 | 5 | 7.5% |
| 6 | 3 | 4.5% |
| 5 | 2 | 3.0% |
| 7 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 15 | |
| 2 | 19 | |
| 3 | 8 | |
| 4 | 5 | 7.5% |
| 5 | 2 | 3.0% |
| 6 | 3 | 4.5% |
| 7 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 7 | 1 | 1.5% |
| 6 | 3 | 4.5% |
| 5 | 2 | 3.0% |
| 4 | 5 | 7.5% |
| 3 | 8 | |
| 2 | 19 | |
| 1 | 15 | |
| 0 | 14 |
Interactions
Correlations
| Age | Arcoxia (days) | Duration | Gender | Group | Impaction | MO (baseline) | MO Day1 | MO Day2 | MO Day7 | Race | S1 (baseline) | S1 day1 | S1 day2 | S1 day7 | S2 (baseline) | S2 day1 | S2 day2 | S2 day7 | S3 (baseline) | S3 day1 | S3 day2 | S3 day7 | Subject | Tooth | VAS (baseline) | VAS Day1 | VAS Day7 | VAS day2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | -0.029 | -0.026 | 0.000 | 0.000 | 0.248 | -0.074 | 0.065 | -0.031 | -0.144 | 0.084 | -0.105 | -0.077 | -0.106 | -0.119 | -0.104 | -0.150 | -0.106 | -0.119 | 0.069 | 0.060 | 0.073 | 0.069 | -0.047 | 0.000 | -0.079 | -0.099 | -0.033 | 0.044 |
| Arcoxia (days) | -0.029 | 1.000 | 0.256 | 0.000 | 0.302 | 0.000 | 0.047 | -0.010 | -0.091 | 0.048 | 0.269 | 0.183 | 0.203 | 0.222 | 0.183 | 0.052 | 0.057 | 0.084 | 0.057 | 0.051 | 0.132 | 0.118 | 0.051 | 0.002 | 0.000 | 0.190 | 0.139 | 0.303 | 0.280 |
| Duration | -0.026 | 0.256 | 1.000 | 0.000 | 0.066 | 0.000 | 0.193 | -0.140 | -0.169 | 0.000 | 0.263 | -0.025 | -0.002 | 0.002 | -0.025 | -0.042 | 0.012 | -0.000 | -0.045 | -0.097 | -0.111 | -0.117 | -0.097 | -0.044 | 0.000 | 0.056 | 0.061 | 0.271 | 0.101 |
| Gender | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.276 | 0.260 | 0.260 | 0.381 | 0.205 | 0.097 | 0.348 | 0.328 | 0.396 | 0.341 | 0.384 | 0.192 | 0.227 | 0.348 | 0.462 | 0.421 | 0.430 | 0.462 | 0.000 | 0.000 | 0.160 | 0.000 | 0.000 | 0.000 |
| Group | 0.000 | 0.302 | 0.066 | 0.000 | 1.000 | 0.000 | 0.000 | 0.229 | 0.209 | 0.235 | 0.000 | 0.000 | 0.000 | 0.135 | 0.000 | 0.151 | 0.000 | 0.000 | 0.121 | 0.012 | 0.000 | 0.274 | 0.012 | 0.000 | 0.000 | 0.019 | 0.109 | 0.026 | 0.320 |
| Impaction | 0.248 | 0.000 | 0.000 | 0.276 | 0.000 | 1.000 | 0.158 | 0.295 | 0.147 | 0.000 | 0.000 | 0.081 | 0.222 | 0.160 | 0.069 | 0.000 | 0.199 | 0.230 | 0.000 | 0.278 | 0.145 | 0.240 | 0.278 | 0.236 | 0.000 | 0.330 | 0.000 | 0.000 | 0.000 |
| MO (baseline) | -0.074 | 0.047 | 0.193 | 0.260 | 0.000 | 0.158 | 1.000 | 0.248 | 0.364 | 0.822 | 0.000 | 0.120 | 0.140 | 0.129 | 0.148 | 0.168 | 0.171 | 0.132 | 0.167 | 0.226 | 0.175 | 0.169 | 0.226 | -0.083 | 0.000 | -0.079 | -0.091 | -0.146 | -0.178 |
| MO Day1 | 0.065 | -0.010 | -0.140 | 0.260 | 0.229 | 0.295 | 0.248 | 1.000 | 0.815 | 0.467 | 0.000 | 0.169 | 0.128 | 0.097 | 0.150 | 0.124 | -0.008 | 0.024 | 0.110 | 0.124 | 0.031 | 0.050 | 0.124 | 0.092 | 0.039 | -0.134 | -0.221 | -0.128 | -0.224 |
| MO Day2 | -0.031 | -0.091 | -0.169 | 0.381 | 0.209 | 0.147 | 0.364 | 0.815 | 1.000 | 0.608 | 0.189 | 0.153 | 0.112 | 0.065 | 0.142 | 0.174 | 0.070 | 0.033 | 0.159 | 0.066 | -0.008 | -0.013 | 0.066 | 0.049 | 0.060 | -0.115 | -0.232 | -0.209 | -0.345 |
| MO Day7 | -0.144 | 0.048 | 0.000 | 0.205 | 0.235 | 0.000 | 0.822 | 0.467 | 0.608 | 1.000 | 0.246 | 0.224 | 0.237 | 0.206 | 0.240 | 0.242 | 0.252 | 0.218 | 0.243 | 0.250 | 0.185 | 0.162 | 0.250 | 0.030 | 0.000 | -0.065 | -0.084 | -0.144 | -0.155 |
| Race | 0.084 | 0.269 | 0.263 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 | 0.189 | 0.246 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.102 | 0.186 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.122 | 0.184 | 0.000 | 0.358 |
| S1 (baseline) | -0.105 | 0.183 | -0.025 | 0.348 | 0.000 | 0.081 | 0.120 | 0.169 | 0.153 | 0.224 | 0.000 | 1.000 | 0.943 | 0.950 | 0.995 | 0.516 | 0.471 | 0.500 | 0.506 | 0.237 | 0.267 | 0.259 | 0.237 | 0.228 | 0.000 | 0.028 | -0.034 | 0.051 | 0.091 |
| S1 day1 | -0.077 | 0.203 | -0.002 | 0.328 | 0.000 | 0.222 | 0.140 | 0.128 | 0.112 | 0.237 | 0.000 | 0.943 | 1.000 | 0.980 | 0.946 | 0.499 | 0.501 | 0.524 | 0.495 | 0.254 | 0.280 | 0.278 | 0.254 | 0.235 | 0.160 | 0.002 | -0.024 | 0.141 | 0.127 |
| S1 day2 | -0.106 | 0.222 | 0.002 | 0.396 | 0.135 | 0.160 | 0.129 | 0.097 | 0.065 | 0.206 | 0.000 | 0.950 | 0.980 | 1.000 | 0.955 | 0.506 | 0.509 | 0.547 | 0.505 | 0.275 | 0.313 | 0.308 | 0.275 | 0.252 | 0.000 | 0.042 | 0.010 | 0.113 | 0.150 |
| S1 day7 | -0.119 | 0.183 | -0.025 | 0.341 | 0.000 | 0.069 | 0.148 | 0.150 | 0.142 | 0.240 | 0.000 | 0.995 | 0.946 | 0.955 | 1.000 | 0.528 | 0.478 | 0.493 | 0.520 | 0.252 | 0.282 | 0.275 | 0.252 | 0.243 | 0.000 | 0.036 | -0.022 | 0.062 | 0.107 |
| S2 (baseline) | -0.104 | 0.052 | -0.042 | 0.384 | 0.151 | 0.000 | 0.168 | 0.124 | 0.174 | 0.242 | 0.000 | 0.516 | 0.499 | 0.506 | 0.528 | 1.000 | 0.902 | 0.865 | 0.996 | 0.555 | 0.544 | 0.548 | 0.555 | 0.198 | 0.227 | 0.047 | 0.081 | 0.148 | 0.180 |
| S2 day1 | -0.150 | 0.057 | 0.012 | 0.192 | 0.000 | 0.199 | 0.171 | -0.008 | 0.070 | 0.252 | 0.102 | 0.471 | 0.501 | 0.509 | 0.478 | 0.902 | 1.000 | 0.966 | 0.904 | 0.516 | 0.531 | 0.513 | 0.516 | 0.219 | 0.245 | 0.136 | 0.217 | 0.184 | 0.232 |
| S2 day2 | -0.106 | 0.084 | -0.000 | 0.227 | 0.000 | 0.230 | 0.132 | 0.024 | 0.033 | 0.218 | 0.186 | 0.500 | 0.524 | 0.547 | 0.493 | 0.865 | 0.966 | 1.000 | 0.867 | 0.505 | 0.517 | 0.506 | 0.505 | 0.205 | 0.207 | 0.122 | 0.215 | 0.165 | 0.263 |
| S2 day7 | -0.119 | 0.057 | -0.045 | 0.348 | 0.121 | 0.000 | 0.167 | 0.110 | 0.159 | 0.243 | 0.000 | 0.506 | 0.495 | 0.505 | 0.520 | 0.996 | 0.904 | 0.867 | 1.000 | 0.559 | 0.555 | 0.556 | 0.559 | 0.205 | 0.243 | 0.059 | 0.088 | 0.156 | 0.188 |
| S3 (baseline) | 0.069 | 0.051 | -0.097 | 0.462 | 0.012 | 0.278 | 0.226 | 0.124 | 0.066 | 0.250 | 0.000 | 0.237 | 0.254 | 0.275 | 0.252 | 0.555 | 0.516 | 0.505 | 0.559 | 1.000 | 0.957 | 0.966 | 1.000 | 0.183 | 0.000 | 0.024 | 0.044 | -0.007 | 0.167 |
| S3 day1 | 0.060 | 0.132 | -0.111 | 0.421 | 0.000 | 0.145 | 0.175 | 0.031 | -0.008 | 0.185 | 0.000 | 0.267 | 0.280 | 0.313 | 0.282 | 0.544 | 0.531 | 0.517 | 0.555 | 0.957 | 1.000 | 0.985 | 0.957 | 0.160 | 0.000 | 0.066 | 0.098 | -0.012 | 0.216 |
| S3 day2 | 0.073 | 0.118 | -0.117 | 0.430 | 0.274 | 0.240 | 0.169 | 0.050 | -0.013 | 0.162 | 0.000 | 0.259 | 0.278 | 0.308 | 0.275 | 0.548 | 0.513 | 0.506 | 0.556 | 0.966 | 0.985 | 1.000 | 0.966 | 0.134 | 0.000 | 0.074 | 0.089 | 0.008 | 0.205 |
| S3 day7 | 0.069 | 0.051 | -0.097 | 0.462 | 0.012 | 0.278 | 0.226 | 0.124 | 0.066 | 0.250 | 0.000 | 0.237 | 0.254 | 0.275 | 0.252 | 0.555 | 0.516 | 0.505 | 0.559 | 1.000 | 0.957 | 0.966 | 1.000 | 0.183 | 0.000 | 0.024 | 0.044 | -0.007 | 0.167 |
| Subject | -0.047 | 0.002 | -0.044 | 0.000 | 0.000 | 0.236 | -0.083 | 0.092 | 0.049 | 0.030 | 0.046 | 0.228 | 0.235 | 0.252 | 0.243 | 0.198 | 0.219 | 0.205 | 0.205 | 0.183 | 0.160 | 0.134 | 0.183 | 1.000 | 0.193 | 0.019 | -0.054 | 0.185 | 0.105 |
| Tooth | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.060 | 0.000 | 0.000 | 0.000 | 0.160 | 0.000 | 0.000 | 0.227 | 0.245 | 0.207 | 0.243 | 0.000 | 0.000 | 0.000 | 0.000 | 0.193 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| VAS (baseline) | -0.079 | 0.190 | 0.056 | 0.160 | 0.019 | 0.330 | -0.079 | -0.134 | -0.115 | -0.065 | 0.122 | 0.028 | 0.002 | 0.042 | 0.036 | 0.047 | 0.136 | 0.122 | 0.059 | 0.024 | 0.066 | 0.074 | 0.024 | 0.019 | 0.000 | 1.000 | 0.648 | 0.248 | 0.440 |
| VAS Day1 | -0.099 | 0.139 | 0.061 | 0.000 | 0.109 | 0.000 | -0.091 | -0.221 | -0.232 | -0.084 | 0.184 | -0.034 | -0.024 | 0.010 | -0.022 | 0.081 | 0.217 | 0.215 | 0.088 | 0.044 | 0.098 | 0.089 | 0.044 | -0.054 | 0.000 | 0.648 | 1.000 | 0.381 | 0.679 |
| VAS Day7 | -0.033 | 0.303 | 0.271 | 0.000 | 0.026 | 0.000 | -0.146 | -0.128 | -0.209 | -0.144 | 0.000 | 0.051 | 0.141 | 0.113 | 0.062 | 0.148 | 0.184 | 0.165 | 0.156 | -0.007 | -0.012 | 0.008 | -0.007 | 0.185 | 0.000 | 0.248 | 0.381 | 1.000 | 0.565 |
| VAS day2 | 0.044 | 0.280 | 0.101 | 0.000 | 0.320 | 0.000 | -0.178 | -0.224 | -0.345 | -0.155 | 0.358 | 0.091 | 0.127 | 0.150 | 0.107 | 0.180 | 0.232 | 0.263 | 0.188 | 0.167 | 0.216 | 0.205 | 0.167 | 0.105 | 0.000 | 0.440 | 0.679 | 0.565 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Subject | Name | Gender | Age | Race | Tooth | Impaction | Duration | Group | VAS (baseline) | VAS Day1 | VAS day2 | VAS Day7 | MO (baseline) | MO Day1 | MO Day2 | MO Day7 | S1 (baseline) | S1 day1 | S1 day2 | S1 day7 | S2 (baseline) | S2 day1 | S2 day2 | S2 day7 | S3 (baseline) | S3 day1 | S3 day2 | S3 day7 | Arcoxia (days) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Muhammad Amerul Akmal | Male | 27 | Malay | 38 | 1A | 35 | placebo | 18 | 38 | 27 | 3 | 55 | 40 | 40 | 45 | 98 | 98 | 98 | 98 | 100 | 100 | 100 | 100 | 105 | 110 | 108 | 105 | 4 |
| 1 | 2 | Sarah Nabihah | Female | 28 | Malay | 38 | 2A | 28 | laser | 2 | 8 | 6 | 1 | 46 | 29 | 34 | 42 | 93 | 100 | 98 | 93 | 100 | 100 | 100 | 100 | 115 | 115 | 115 | 115 | 2 |
| 2 | 3 | Pan Anyu | Female | 25 | Others | 38 | 2A | 27 | laser | 0 | 12 | 0 | 0 | 50 | 23 | 41 | 45 | 105 | 105 | 105 | 105 | 112 | 113 | 113 | 112 | 130 | 132 | 133 | 130 | 0 |
| 3 | 4 | Afiqah bitni Abdul Malik | Female | 26 | Malay | 48 | 2A | 23 | laser | 0 | 15 | 7 | 1 | 47 | 43 | 45 | 47 | 100 | 110 | 105 | 100 | 112 | 115 | 115 | 112 | 140 | 140 | 140 | 140 | 2 |
| 4 | 5 | Tiang Nga Li | Female | 20 | Chinese | 48 | 2A | 18 | placebo | 7 | 7 | 5 | 0 | 49 | 37 | 45 | 47 | 107 | 107 | 107 | 107 | 112 | 112 | 112 | 112 | 140 | 145 | 146 | 140 | 3 |
| 5 | 6 | Koay Shir Jin | Female | 27 | Chinese | 48 | 2A | 33 | laser | 35 | 40 | 45 | 18 | 48 | 24 | 28 | 45 | 108 | 110 | 108 | 108 | 130 | 140 | 135 | 130 | 140 | 140 | 140 | 140 | 1 |
| 6 | 7 | Sahyro Safuan Izzat | Male | 27 | Malay | 38 | 2A | 27 | placebo | 89 | 35 | 8 | 0 | 47 | 23 | 28 | 40 | 110 | 110 | 110 | 110 | 120 | 128 | 126 | 120 | 155 | 158 | 158 | 155 | 2 |
| 7 | 8 | King Ee Vee | Female | 24 | Chinese | 38 | 2A | 25 | placebo | 0 | 0 | 0 | 0 | 43 | 27 | 27 | 40 | 105 | 110 | 108 | 105 | 117 | 117 | 117 | 117 | 155 | 155 | 155 | 155 | 1 |
| 8 | 9 | Nur Athirah Dayini | Female | 22 | Malay | 48 | 2A | 23 | laser | 65 | 75 | 70 | 10 | 43 | 30 | 29 | 43 | 125 | 128 | 127 | 125 | 116 | 118 | 118 | 116 | 154 | 156 | 156 | 154 | 3 |
| 9 | 10 | Leong Lai Mun | Female | 22 | Chinese | 48 | 2A | 35 | laser | 35 | 60 | 30 | 17 | 46 | 28 | 31 | 35 | 110 | 113 | 113 | 110 | 124 | 126 | 124 | 124 | 155 | 160 | 160 | 155 | 2 |
| Subject | Name | Gender | Age | Race | Tooth | Impaction | Duration | Group | VAS (baseline) | VAS Day1 | VAS day2 | VAS Day7 | MO (baseline) | MO Day1 | MO Day2 | MO Day7 | S1 (baseline) | S1 day1 | S1 day2 | S1 day7 | S2 (baseline) | S2 day1 | S2 day2 | S2 day7 | S3 (baseline) | S3 day1 | S3 day2 | S3 day7 | Arcoxia (days) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 58 | Khin Sandar Myint | Female | 32 | Others | 48 | 2A | 22 | laser | 7 | 0 | 0 | 0 | 43 | 43 | 43 | 43 | 117 | 117 | 117 | 117 | 115 | 115 | 115 | 115 | 143 | 145 | 144 | 143 | 0 |
| 58 | 59 | Nabilah | Female | 23 | Malay | 48 | 2A | 20 | placebo | 28 | 18 | 16 | 8 | 37 | 37 | 35 | 37 | 103 | 103 | 103 | 103 | 119 | 122 | 122 | 119 | 145 | 147 | 148 | 145 | 0 |
| 59 | 60 | On Chian Roei | Female | 34 | Chinese | 48 | 2A | 14 | placebo | 1 | 4 | 12 | 2 | 45 | 42 | 44 | 45 | 108 | 111 | 108 | 108 | 111 | 114 | 111 | 111 | 151 | 151 | 151 | 151 | 1 |
| 60 | 61 | Nurul Fatin Abdullah | Female | 20 | Malay | 48 | 2A | 32 | placebo | 54 | 27 | 28 | 21 | 50 | 18 | 25 | 45 | 103 | 110 | 110 | 105 | 118 | 122 | 120 | 120 | 155 | 160 | 157 | 155 | 2 |
| 61 | 62 | Aireen Najwa | Female | 22 | Malay | 38 | 2A | 17 | laser | 76 | 48 | 9 | 0 | 38 | 35 | 35 | 38 | 104 | 104 | 104 | 104 | 112 | 115 | 115 | 112 | 150 | 150 | 152 | 150 | 0 |
| 62 | 63 | Chua Yih Think | Female | 33 | Chinese | 38 | 2A | 12 | laser | 3 | 7 | 6 | 0 | 48 | 43 | 48 | 48 | 113 | 115 | 113 | 113 | 120 | 120 | 120 | 120 | 155 | 155 | 155 | 155 | 1 |
| 63 | 64 | Shameer | Male | 31 | Malay | 38 | 2A | 19 | placebo | 6 | 17 | 15 | 8 | 45 | 35 | 37 | 45 | 120 | 122 | 123 | 120 | 123 | 125 | 127 | 125 | 155 | 157 | 157 | 155 | 3 |
| 64 | 65 | Nur Qaisara | Female | 18 | Malay | 38 | 2A | 23 | placebo | 12 | 15 | 21 | 5 | 43 | 37 | 35 | 43 | 120 | 120 | 120 | 120 | 121 | 123 | 125 | 121 | 125 | 127 | 130 | 125 | 4 |
| 65 | 66 | Goh Shu Jie | Male | 21 | Chinese | 48 | 2A | 22 | laser | 26 | 14 | 8 | 6 | 45 | 40 | 42 | 45 | 131 | 131 | 131 | 131 | 123 | 125 | 124 | 123 | 122 | 122 | 123 | 122 | 1 |
| 66 | 67 | Muhammad Amzar | Male | 22 | Malay | 48 | 2A | 24 | placebo | 6 | 26 | 24 | 8 | 43 | 33 | 35 | 43 | 128 | 130 | 130 | 128 | 122 | 125 | 125 | 122 | 120 | 123 | 123 | 120 | 4 |